ScrapeCreators: Unified Social Media Scraping API

LinkAdrian HorningTool

ScrapeCreators by Adrian Horning is a unified REST API for scraping data across more than 37 platforms, including TikTok, Instagram, YouTube, X, and Reddit. It features free cached responses, a pay-as-you-go credit system where credits never expire, and native integrations for AI agents via Model Context Protocol (MCP) and Claude Code.

Key points

  1. Single API providing access to over 37 platforms (such as TikTok, Instagram, YouTube, Facebook, X, Reddit, and ad libraries) with a unified x-api-key header.
  2. Cached query results consume 0 credits, while cache misses fetch public real-time data with a reported 3.12-second average response time.
  3. Out-of-the-box AI agent integration through an official MCP server, CLI, OpenAPI spec, and a Claude Code skill.
  4. Pay-as-you-go pricing starting with 100 free credits and paid packs (e.g., $47 for 25,000 credits) with no subscription required and non-expiring credits.

Why it matters

Extracting social media data for dashboards, creator intelligence, and AI ingestion pipelines is notoriously fragile due to frequent anti-scraping and DOM changes. By offering a single managed endpoint with first-party MCP support, ScrapeCreators allows engineers to easily hook social data directly into autonomous AI systems and terminal workflows.

Analysis

ScrapeCreators differentiates itself from generic scraping proxies by offering deep, platform-specific schema endpoints (such as TikTok audio URLs and ad libraries) combined with developer-focused ergonomics. The inclusion of MCP endpoints and llms.txt highlights a clear focus on the emerging agentic developer market. Additionally, offering zero-credit cached hits provides an economical approach for applications running repeated queries on popular creator accounts.

Found in

Summary generated by AI (Gemini 3.8 Flash, 27 September 2026). It may contain errors – the original source is authoritative.

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Parts of this content were created with the assistance of AI.